Fuel prices and economic activity: time and frequency analysis for selected European countries

The effects of fuel prices on economic activity are still being investigated, as oil and gas are critical inputs in the production process. This study examines the relationship between fuel prices and macroeconomic aggregates both in the time domain and frequency domain in three selected countries...

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Main Authors: Andrzej Geise, Mariola Piłatowska
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2025-04-01
Series:Technological and Economic Development of Economy
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Online Access:https://mla.vilniustech.lt/index.php/TEDE/article/view/23122
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author Andrzej Geise
Mariola Piłatowska
author_facet Andrzej Geise
Mariola Piłatowska
author_sort Andrzej Geise
collection DOAJ
description The effects of fuel prices on economic activity are still being investigated, as oil and gas are critical inputs in the production process. This study examines the relationship between fuel prices and macroeconomic aggregates both in the time domain and frequency domain in three selected countries of Germany and Poland as net oil importers and Norway as a net oil exporter for the period 1995Q1–2021Q3. The causal relationships between these macroeconomic variables are first examined using a conventional Granger causality test for the time domain and then the Breiutung–Candelon test based on the vector autoregression model for the frequency domain, which are estimated separately for the long-term, business cycle, and short-term components obtained by applying the boosted Hodrick–Prescott filter. This study demonstrates that the predictability of fuel prices for macroeconomic aggregates differs across various frequencies. Although the patterns of causality differ across countries depending on whether it is oil-importing or oil-exporting and the level of economic development and energy mix, this relationship is found to be important for slowly and fast fluctuating components but to different degrees in each country. First published online 15 April 2025
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spelling doaj-art-56ffb52ecd2e4db1b34726e1354c65052025-08-20T02:16:11ZengVilnius Gediminas Technical UniversityTechnological and Economic Development of Economy2029-49132029-49212025-04-0110.3846/tede.2025.23122Fuel prices and economic activity: time and frequency analysis for selected European countriesAndrzej Geise0Mariola Piłatowska1Department of Econometrics and Statistics, Nicolaus Copernicus University in Torun, Torun, PolandDepartment of Econometrics and Statistics, Nicolaus Copernicus University in Torun, Torun, Poland The effects of fuel prices on economic activity are still being investigated, as oil and gas are critical inputs in the production process. This study examines the relationship between fuel prices and macroeconomic aggregates both in the time domain and frequency domain in three selected countries of Germany and Poland as net oil importers and Norway as a net oil exporter for the period 1995Q1–2021Q3. The causal relationships between these macroeconomic variables are first examined using a conventional Granger causality test for the time domain and then the Breiutung–Candelon test based on the vector autoregression model for the frequency domain, which are estimated separately for the long-term, business cycle, and short-term components obtained by applying the boosted Hodrick–Prescott filter. This study demonstrates that the predictability of fuel prices for macroeconomic aggregates differs across various frequencies. Although the patterns of causality differ across countries depending on whether it is oil-importing or oil-exporting and the level of economic development and energy mix, this relationship is found to be important for slowly and fast fluctuating components but to different degrees in each country. First published online 15 April 2025 https://mla.vilniustech.lt/index.php/TEDE/article/view/23122boosted HP filterfrequency domaincausality patternseconomic activityfuel prices
spellingShingle Andrzej Geise
Mariola Piłatowska
Fuel prices and economic activity: time and frequency analysis for selected European countries
Technological and Economic Development of Economy
boosted HP filter
frequency domain
causality patterns
economic activity
fuel prices
title Fuel prices and economic activity: time and frequency analysis for selected European countries
title_full Fuel prices and economic activity: time and frequency analysis for selected European countries
title_fullStr Fuel prices and economic activity: time and frequency analysis for selected European countries
title_full_unstemmed Fuel prices and economic activity: time and frequency analysis for selected European countries
title_short Fuel prices and economic activity: time and frequency analysis for selected European countries
title_sort fuel prices and economic activity time and frequency analysis for selected european countries
topic boosted HP filter
frequency domain
causality patterns
economic activity
fuel prices
url https://mla.vilniustech.lt/index.php/TEDE/article/view/23122
work_keys_str_mv AT andrzejgeise fuelpricesandeconomicactivitytimeandfrequencyanalysisforselectedeuropeancountries
AT mariolapiłatowska fuelpricesandeconomicactivitytimeandfrequencyanalysisforselectedeuropeancountries